@unpublished{interactive_Jupyter_widgets,
    author = {Jupyter widgets community},
    title = {ipywidgets, a GitHub repository},
    year = {2021},
    note = {Retrieved from https://github.com/jupyter-widgets/ipywidgets}
}

@Manual{bokeh,
  title = {Bokeh: Python library for interactive visualization},
  author = {{Bokeh Development Team}},
  year = {2018},
  url = {https://bokeh.pydata.org/en/latest/},
}

@inproceedings{jupyter,
  booktitle = {Positioning and Power in Academic Publishing: Players, Agents and Agendas},
    editor = {Fernando Loizides and Birgit Scmidt},
     title = {Jupyter Notebooks - a publishing format for reproducible computational workflows},
    author = {Thomas Kluyver and Benjamin Ragan-Kelley and Fernando P{\'e}rez and Brian Granger and     Matthias Bussonnier and Jonathan Frederic and Kyle Kelley and Jessica Hamrick and Jason Grout and Sylvain Corlay and Paul Ivanov and Dami{\'a}n Avila and Safia Abdalla and Carol Willing and  Jupyter development team},
  publisher = {IOS Press},
   address = {Netherlands},
      year = {2016},
     pages = {87--90},
       url = {https://eprints.soton.ac.uk/403913/},
  abstract = {It is increasingly necessary for researchers in all fields to write computer code, and in order to reproduce research results, it is important that this code is published. We present Jupyter notebooks, a document format for publishing code, results and explanations in a form that is both readable and executable. We discuss various tools and use cases for notebook documents.}
}

@article{sklearn,
 title={Scikit-learn: Machine Learning in {P}ython},
 author={Pedregosa, F. and Varoquaux, G. and Gramfort, A. and Michel, V.
         and Thirion, B. and Grisel, O. and Blondel, M. and Prettenhofer, P.
         and Weiss, R. and Dubourg, V. and Vanderplas, J. and Passos, A. and
         Cournapeau, D. and Brucher, M. and Perrot, M. and Duchesnay, E.},
 journal={Journal of Machine Learning Research},
 volume={12},
 pages={2825--2830},
 year={2011}
}

@inproceedings{sklearn_api,
  author    = {Lars Buitinck and Gilles Louppe and Mathieu Blondel and
               Fabian Pedregosa and Andreas Mueller and Olivier Grisel and
               Vlad Niculae and Peter Prettenhofer and Alexandre Gramfort
               and Jaques Grobler and Robert Layton and Jake VanderPlas and
               Arnaud Joly and Brian Holt and Ga{\"{e}}l Varoquaux},
  title     = {{API} design for machine learning software: experiences from the scikit-learn
               project},
  booktitle = {ECML PKDD Workshop: Languages for Data Mining and Machine Learning},
  year      = {2013},
  pages = {108--122},
}

@incollection{NIPS2017_7062,
  title = {A Unified Approach to Interpreting Model Predictions},
  author = {Lundberg, Scott M and Lee, Su-In},
  booktitle = {Advances in Neural Information Processing Systems 30},
  editor = {I. Guyon and U. V. Luxburg and S. Bengio and H. Wallach and R. Fergus and S. Vishwanathan and R. Garnett},
  pages = {4765--4774},
  year = {2017},
  publisher = {Curran Associates, Inc.},
  url = {http://papers.nips.cc/paper/7062-a-unified-approach-to-interpreting-model-predictions.pdf}
}

@inproceedings{lime,
  author    = {Marco Tulio Ribeiro and
               Sameer Singh and
               Carlos Guestrin},
  doi       = {10.18653/v1/n16-3020},
  title     = {"Why Should {I} Trust You?": Explaining the Predictions of Any Classifier},
  booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
               Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
               13-17, 2016},
  pages     = {1135--1144},
  year      = {2016},
}

@article{snorkel,
   title={Snorkel},
   volume={11},
   ISSN={2150-8097},
   url={http://dx.doi.org/10.14778/3157794.3157797},
   DOI={10.14778/3157794.3157797},
   number={3},
   journal={Proceedings of the VLDB Endowment},
   publisher={VLDB Endowment},
   author={Ratner, Alexander and Bach, Stephen H. and Ehrenberg, Henry and Fries, Jason and Wu, Sen and Ré, Christopher},
   year={2017},
   month={Nov},
   pages={269–282}
}
